def execute( self, restartButton=(528,410) ):
print("executing!")
pyautogui.click(restartButton)
vision = Vision()
vision.find_game()
print(len(self.__genomes))
gen = 0
for genome in self.__genomes:
print("genome "+str(gen), end="")
gen += 1
vision.reset()
sleep(1)
jump()
dec = 0
while True:
try:
obs = vision.find_next_obstacle()
inputs = [obs['distance']/1000, obs['lenght']/70000, obs['height']/1000, obs['speed']/10]
outputs = genome.forward(np.array(inputs, dtype=float))
if outputs[0] > 0.55:
jump()
dec-=1
except Exception as e:
break
genome.fitness = vision.get_fitness()
print(", fitness: "+str(genome.fitness))
def execute( file_name, restartButton=(528,410)):
genome = Network(file_n=file_name)
pyautogui.click(restartButton)
vision = Vision()
vision.find_game()
vision.reset()
sleep(1)
jump()
while True:
try:
obs = vision.find_next_obstacle()
inputs = [obs['distance']/1000, obs['lenght']/70000, obs['height']/1000, obs['speed']/15]
outputs = genome.forward(np.array(inputs, dtype=float))
if outputs[0] > 0.55:
jump()
except Exception as e:
break
